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JOURNALS // Trudy Matematicheskogo Instituta imeni V.A. Steklova // Archive

Trudy Mat. Inst. Steklova, 2008 Volume 260, Pages 193–201 (Mi tm594)

This article is cited in 2 papers

On Adaptive Estimators in Statistical Learning Theory

S. V. Konyagina, E. D. Livshits

a M. V. Lomonosov Moscow State University, Faculty of Mechanics and Mathematics

Abstract: We study the problem of reconstructing an unknown function from a bounded set of its values given with random errors at random points. The function is assumed to belong to a function class from a certain family.

UDC: 517.518.2+519.234.2

Received in September 2007


 English version:
Proceedings of the Steklov Institute of Mathematics, 2008, 260, 185–193

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